Domain Expertise for Vessel Structural Integrity
Our combined expertise spans the full product stack from confined-space route optimization and physically grounded multi-modal fusion to class structural engineering and IACS survey procedures.

Sukhbir Singh MSc
MSc in Aerospace (TUM), B.Tech Mechanical (IIT Delhi). Former ISRO scientist on launch vehicle dynamics, thrust vector control, and regenerative cooling. Brings CAD integration, structural significance mapping, and robotics experience now applied to ballast tank and cargo hold geometry, class drawings, and confined-space robot navigation. Builds the layer that connects robotic data to IACS structural zones and survey task cards.

Enno Nagel PhD
PhD in algebraic number theory. Designs airtaxi control centers at the German Aerospace Center (DLR). Lectures on machine learning, statistics, and neural networks. Brings optimal route planning under endurance constraints, corrosion degradation models, fleet-wide Bayesian inference, and statistical prediction of time-to-class-limit — the mathematical core of Challenge 5’s unified assessment framework.
Shane O'Sullivan PhD
Research Group Leader in Explainable Artificial Intelligence (xAI) and Computer Vision. Research on human decision-making in image analysis and AI-optimized diagnostics. A physicist who brings physically grounded surface and corrosion models, photometric and spectral analysis of coated steel under tank conditions, and rigorous measurement uncertainty quantification for fused visual + UTM data. Ensures the platform’s outputs are not black-box probabilities but calibrated, surveyor-reviewable findings.
Work With Us
We are hiring a shipyard/MRO domain expert (confined-space survey procedures, coating repair workflows, class acceptance criteria) and a regulatory/class liaison engineer (IACS RIT recommendations, digital survey tool approval pathways).